About the Authors

Margaret J. de Villiers

Contributed equally to this work with: Margaret J. de Villiers, Ivane Gamkrelidze

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

m.de-villiers@imperial.ac.uk

Affiliation MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom

Ivane Gamkrelidze

Contributed equally to this work with: Margaret J. de Villiers, Ivane Gamkrelidze

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Center for Disease Analysis Foundation, Lafayette, Colorado, United States of America

Timothy B. Hallett

Roles Conceptualization, Funding acquisition, Resources, Software, Supervision, Writing – review & editing

Affiliation MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom

Shevanthi Nayagam

Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliations MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom, Department of Surgery and Cancer, Imperial College London, London, United Kingdom

Homie Razavi

Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Center for Disease Analysis Foundation, Lafayette, Colorado, United States of America

Devin Razavi-Shearer

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Center for Disease Analysis Foundation, Lafayette, Colorado, United States of America

Competing Interests

The authors have declared that no competing interests exist.